論文

• Seiya Sasaoka, Naoki Koyama, Diego Dominguez, Yusuke Sakai, Kentaro Somiya, Yuto Omae, Hirotaka Takahashi. Visualizing convolutional neural network for classifying gravitational waves from core-collapse supernovae, Physical Review D, Vol. 108, No. 12, 123033, Dec. 2023.  公式リンク  
  
• Seiya Sasaoka, Yilun Hou, Diego Dominguez, Suyog Garg, Naoki Koyama, Yusuke Sakai, Yuto Omae, Kentaro Somiya, Hirotaka Takahashi. Deep Learning for Detecting Gravitational Waves from Compact Binary Coalescences and Its Visualization by Grad-CAM, 38th International Cosmic Ray Conference, Proceedings of Science, ICRC2023, 1498, Aug. 2023.
• Seiya Sasaoka, Yilun Hou, Diego Dominguez, Suyog Garg, Naoki Koyama, Yusuke Sakai, Yuto Omae, Kentaro Somiya, Hirotaka Takahashi. Deep Learning Application for Detecting Gravitational Waves from Core-Collapse Supernovae, 38th International Cosmic Ray Conference, Proceedings of Science, ICRC2023, 1499, Aug. 2023.
• Diego Dominguez, Seiya Sasaoka, Suyog Garg, Yilun Hou, Naoki Koyama, Kentaro Somiya, Hirotaka Takahashi. Convolutional neural network for continuous gravitational waves detection, Proceedings of Science, ICRC2023, 1519, Aug. 2023.
• Suyog Garg, Seiya Sasaoka, Diego Dominguez, Yilun Hou, Naoki Koyama, Kentaro Somiya, Hirotaka Takahashi, Masatake Ohashi. Comparison of training methods for Convolutional Neural Network model for Gravitational-Wave detection from Neutron Star-Black Hole Binaries, 38th International Cosmic Ray Conference, Proceedings of Science, ICRC2023, 1536, Aug. 2023.
• Seiya Sasaoka, Naoki Koyama, Diego Dominguez, Yusuke Sakai, Kentaro Somiya, Yuto Omae, Hirotaka Takahashi. Comparative study of 1D and 2D convolutional neural network models with attribution analysis for gravitational wave detection from compact binary coalescences, Physical Review D, Vol. 109, Issue 4, Page 043011, Feb. 2024.  公式リンク  
  
• Seiya Sasaoka, Yilun Hou, Kentaro Somiya, Hirotaka Takahashi. Localization of gravitational waves using machine learning, Physical Review D, Vol. 105, No. 10, 103030, May 2022.  公式リンク  
  

国際会議発表 (査読なし・不明)

• Suyog Garg, Seiya Sasaoka, Diego Dominguez, Naoki Koyama, Kentaro Somiya, Hirotaka Takahashi, Masatake Ohashi. Deep Convolutional Neural Network for detecting Gravitational Wave signals from Eccentric Compact Binaries, LIGO-Virgo-KAGRA Collaboration Meeting, Sept. 2023.
• Diego Dominguez, Seiya Sasaoka, Suyog Garg, Yilun Hou, Naoki Koyama, Kentaro Somiya, Hirotaka Takahashi. Convolutional Neural Network for continuous gravitational waves detection, LIGO-Virgo-KAGRA Collaboration Meeting, Sept. 2023.
• Sakino Takeda, Seiya Sasaoka, Kentaro Somiya. Consideration of suspension thermoelastic noise in the vertical direction with heat flow, LIGO-Virgo-KAGRA Collaboration Meeting, Sept. 2023.
• Seiya Sasaoka, Yilun Hou, Diego Dominguez, Suyog Garg, Naoki Koyama, Yusuke Sakai, Yuto Omae, Kentaro Somiya, Hirotaka Takahashi. Deep Learning Application for Detecting Gravitational Waves from Core-Collapse Supernovae, 38th International Cosmic Ray Conference, July 2023.
• Seiya Sasaoka, Yilun Hou, Diego Dominguez, Suyog Garg, Naoki Koyama, Yusuke Sakai, Yuto Omae, Kentaro Somiya, Hirotaka Takahashi. Deep Learning for Gravitational Wave Detection and Its Analysis Using Grad-CAM, XV International Conference on Gravitation, Astrophysics and Cosmology, July 2023.
• Daiki Haba, Hayato Tanaka, Seiya Sasaoka, Kentaro Somiya. Development of a new control method for optical resonators under the influence of non-uniform birefringence, XV International Conference on Gravitation, Astrophysics and Cosmology, July 2023.
• Seiya Sasaoka, Yilun Hou, Diego Dominguez, Suyog Garg, Naoki Koyama, Yusuke Sakai, Yuto Omae, Kentaro Somiya, Hirotaka Takahashi. Deep Learning Search for Gravitational Waves from Compact Binary Coalescences in O3 Data, 38th International Cosmic Ray Conference, July 2023.
• Diego Dominguez, Seiya Sasaoka, Suyog Garg, Yilun Hou, Naoki Koyama, Kentaro Somiya, Hirotaka Takahashi. Convolutional neural network for continuous gravitational waves detection, 38th International Cosmic Ray Conference, July 2023.
• Suyog Garg, Hirotaka Takahashi, Seiya Sasaoka, Diego Dominguez, Yilun Hou, Naoki Koyama, Kentaro Somiya, Masatake Ohashi. Deep Convolutional Neural Network for detecting Gravitational-Wave signals from eccentric Compact Binaries, 38th International Cosmic Ray Conference, July 2023.
• Seiya Sasaoka, Yilun Hou, Diego Dominguez, Suyog Garg, Kentaro Somiya, Hirotaka Takahashi. Detection of Gravitational Waves from Core-Collapse Supernovae Using Deep Learning, GWPAW2022, Dec. 2022.
• Seiya Sasaoka, Yilun Hou, Diego Dominguez, Suyog Garg, Kentaro Somiya, Hirotaka Takahashi. Detection of Gravitational Waves from Core-Collapse Supernovae Using Deep Learning, Supernovae in the Gravitational Wave Detection Era, Dec. 2022.  公式リンク  
  
• Suyog Garg, Seiya Sasaoka, Hirotaka Takahashi, Yilun Hou, Diego Dominguez, Kentaro Somiya, Masatake Ohashi. Detecting Gravitational Wave signals from Binary Black Hole mergers using Deep Convolutional Neural Network, KAGRA F2F meeting, Dec. 2022.
• Sakino Takeda, Seiya Sasaoka, Kentaro Somiya. Study of suspension thermoelastic noise in the vertical direction with heat flow, KAGRA FWG 2nd open meeting, Nov. 2022.
• Suyog Garg, Seiya Sasaoka, Hirotaka Takahashi, Yilun Hou, Diego Dominguez, Kentaro Somiya, Masatake Ohashi. Gravitational Wave Detection using Convolutional Neural Network, KAGRA F2F meeting, Aug. 2022.
• Seiya Sasaoka, Yilun Hou, Kentaro Somiya, Hirotaka Takahashi. Localization of gravitational waves using machine learning, GWADW2022, May 2022.

国内会議発表 (査読なし・不明)

• 羽場大起, 田中颯, 笹岡聖也, 宗宮健太郎. 重力波望遠鏡KAGRAにおける非一様複屈折下での光共振器の新しい姿勢制御法の開発, 日本物理学会第78回年次大会, Sept. 2023.
• 笹岡聖也, HOUYilun, DominguezDiego Sebastian, 宗宮健太郎, 高橋弘毅. 深層学習による超新星爆発からの重力波の検出, 日本物理学会2022年秋季大会, Sept. 2022.
• 笹岡聖也, HOU Yilun, 宗宮健太郎, 高橋弘毅. 機械学習による重力波の到来方向推定, 日本物理学会第77回年次大会, Mar. 2022.

[ BibTeX 形式で保存 ]    [ 論文・著書をCSV形式で保存 ]    [ 特許をCSV形式で保存 ]